Curriculum
List of compulsory courses
No
Subject
Credit
Prerequisite
1
Islamic Religion Education
2
–
2
Civics Education
2
–
3
Pancasila
2
–
4
Calculus I
3
–
5
Statistical Methods I
3
–
6
Linear Algebra for Statistics
3
–
7
Programming Algorithm
2
–
8
Business Environment
2
–
9
Practicum of Programming Algorithm
1
–
Total Credits
20
No
Subject
Credit
Prerequisite
1
Exploratory Data Analysis
2
–
2
Calculus II
2
Passed Calculus I
3
Statistical Methods II
3
Passed Statistical Methods I
4
Introduction to Probability
2
–
5
Database
2
Passed Programming Algorithm
6
Information Technology and Big Data
2
–
7
Disaster Management
2
–
8
Official Statistics
3
–
9
Practicum of Exploratory Data Analysis
1
Currently/have taken Exploratory Data Analysis
10
Practicum of Database
1
Currently/have taken Database
Total Credits
20
No | Subject | Credit | Prerequisite |
1 | Multivariable Calculus | 3 | Passed Calculus II |
2 | Sampling Technique | 3 | Passed Statistical Methods I |
3 | Applied Regression Analysis | 2 | Passed Statistical Methods II |
4 | Introduction to Mathematical Statistics I | 3 | Passed Introduction to Probability |
5 | Geographic Information Systems | 2 | Passed Database |
6 | Management Information Systems | 2 | Passed Database |
7 | Statistical Quality Control | 3 | Passed Statistical Methods II |
8 | Practicum of Applied Regression Analysis | 1 | Currently/have taken Applied Regression Analysis |
9 | Practicum of Management Information Systems | 1 | Currently/have taken Management Information Systems |
10 | Practicum of Geographic Information Systems | 1 | Currently/have taken Geographic Information Systems |
Total Credits | 21 |
| |
No | Subject | Credit | Prerequisite |
1 | Islam Ulil Albab | 3 | – |
2 | Design of Experiment | 2 | Passed Statistical Methods II |
3 | Introduction to Mathematical Statistics II | 3 | Passed Introduction to Mathematical Statistics I |
4 | Categorical Data Analysis | 3 | Passed Statistical Methods II |
5 | Statistical Computing | 2 | Passed Programming Algorithm |
6 | Introduction to Stochastic Process | 3 | Passed Introduction to Probability
|
7 | Modern Prediction & Machine Learning | 3 | Passed Database |
8 | Practicum of Statistical Computing | 1 | Currently/have taken Statistical Computing |
9 | Practicum of Design of Experiment | 1 | Currently/have taken Design of Experiment |
Total Credits | 21 |
| |
No | Subject | Credit | Prerequisite |
1 | Entrepreneurship | 2 | – |
2 | English | 2 | – |
3 | Bahasa Indonesia for Scientific Communication | 2 | Passed Statistical Method I |
4 | Applied Multivariate Statistics | 2 | Passed Introduction to Mathematical Statistics I |
5 | Time Series Analysis | 2 | Passed Applied Regression Analysis |
6 | Statistical Consulting | 3 | Passed Statistical Method II
|
7 | Data Visualization | 2 | Passed Exploratory Data Analysis |
8 | Practicum of Applied Multivariate Statistics | 1 | Currently/have taken Applied Multivariate Statistics |
9 | Practicum of Time Series Analysis | 1 | Currently/have taken Time Series Analysis |
10 | Practicum of Data Visualization | 1 | Currently/have taken Data Visualization |
Total Credits | 18 |
| |
No | Subject | Credit | Prerequisite |
1 | Islam Rahmatan Lil ‘Alamin | 3 | – |
2 | Internship | 4 | Have taken at least 80 credits |
3 | Final Project 1 | 3 | Have taken at least 90 credits |
Total Credits | 10 |
| |
No | Subject | Credit | Prerequisite |
1 | Community Development Participation | 2 | Have taken at least 90 credits |
2 | Comprehensive Test | 1 | Have taken at least 120 credits |
3 | Final Project 1 | 6 | Currently/have taken Final Project I |
Total Credits | 9 |
| |
No | Subject | Credit | Prerequisite |
1 | Final Project 2 | 0 | Currently/have taken Final Project I |
Total Credits | 0 |
| |
Scientific Interest Compulsory Courses
*DS: Data Science, SK: Spatial and Disaster Statistics, BS: Business Social, AK: Actuary, ID: Industry, BIO: Bioinformatics.
No | Subject | Credit | Prerequisite |
1 | Data Engineering (DS) | 3 | – |
2 | Remote Sensing in Statistics (SK) | 3 | Passed Disaster Management |
3 | Business Decision Analysis (BS) | 3 | Passed Statistical Method II |
4 | Life Insurance I (AK) | 3 | Passed Introduction to Probability |
5 | Work Measurement & Methods (ID) | 3 | – |
6 | Introduction to Bioinformatics (BIO) | 3 | – |
No
Subject
Credit
Prerequisite
1
Business Intelligence (DS)
3
Passed Database
2
Introduction to Spatial Statistics (SK)
3
Passed Disaster Management
3
Econometrics for Business (BS)
3
Passed Applied Regression Analysis
4
Life Insurance 2 (AK)
3
Passed Life Insurance I
5
Production Planning & Control (ID)
3
Passed Statistical Method II
6
Introduction to Linux and Shell Scripting (BIO)
3
Passed Database
No | Subject | Credit | Prerequisite |
1 | Artificial Intelligence for Data Scientist (DS) | 3 | – |
2 | Spatial Data Science (SK) | 3 | Passed Geographic Information Systems |
3 | Marketing Research & Strategy (BS) | 3 | Passed Statistical Method II |
4 | General Insurance (AK) | 3 | Passed Introduction to Probability |
5 | Total Quality Management (ID) | 3 | Passed Statistical Quality Control |
6 | Health Analytics and Data Mining (BIO) | 3 | – |
Elective Courses
No | Subject | Credit | Prerequisite |
1 | Nonparametric Statistics | 3 | Passed Statistical Method II |
2 | Simulation Techniques | 3 | Passed Programming Algorithm |
3 | Financial Analysis | 3 | – |
4 | Advanced Official Statistics | 3 | Passed Official Statistics |
5 | Financial Statistics | 3 | Passed Introduction to Probability |
6 | Project Management | 3 | – |
7 | Engineering Economics | 3 | Passed Introduction to Probability |
8 | Facility Planning and Layout Design | 3 | – |
9 | Managerial Accounting | 2 | – |
10 | Hydrology and Climatology | 2 | – |
11 | Cost Accounting | 2 | – |
12 | Introduction to Management | 2 | – |
13 | Psychometrics | 2 | – |
No | Subject | Credit | Prerequisite |
1 | Operations Research | 3 | Passed Introduction to Mathematical Statistics I |
2 | Production Systems | 3 | Currently/have taken Production Planning & Control |
3 | Introduction to Survival Analysis | 3 | Passed Introduction to Probability |
4 | Model Reliability Computation | 3 | Passed Introduction to Mathematical Statistics I |
5 | Response Surface Methodology | 2 | Passed Applied Regression Analysis |
6 | Applied Modern Multivariate Statistics | 2 | Passed Applied Multivariate Statistics |
7 | Trending Topics on Statistics | 3 | Passed Statistical Method II |
8 | ANACOVA Computation | 2 | Passed Statistical Method II |
9 | Actuarial Advanced | 3 | – |
10 | R for Transcriptomics Data Analytics | 3 | – |
11 | R for NGS Data Analytics | 3 | – |
12 | Success Skill | 1 | – |
Table of List of Compulsory Student Activities
No | Activity | Credit (skp) |
1 | Islamic Basic Values Training | 20 |
2 | Qur’anic Personal Development Training | 20 |
3 | Career and Self Development Training | 5 |
4 | Islamic Leadership and Da’wa Training | 5 |
